AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

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2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

AL
Catalog evaluation

Developer tools

alwaysAI

alwaysAI is an enterprise computer vision platform for turning camera footage into real-time operational data. Teams can manage datasets, train or bring models, develop applications with edgeIQ APIs, deploy to edge or cloud environments, and review analytics in the platform console.

Object detectionModel trainingEdge deploymentVideo analyticsMLOps
Review
BL
Catalog evaluation

Voice assistants

Bland

Bland is an enterprise voice-agent platform for automating inbound and outbound phone interactions. Teams can build, test, and deploy agents across voice, SMS, iMessage, and web chat, with integrations for telephony, CRM, scheduling, and automation tools.

Voice agentsPhone callsCall center automationTwilioAPI
Review
CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
DA
Catalog evaluation

MLOps

Datatron

Datatron is an enterprise MLOps platform for operationalizing machine learning models, monitoring their production health, and supporting AI governance. It supports deployment across on-premises, cloud, and air-gapped environments, with integrations intended for existing enterprise infrastructure.

Model deploymentModel monitoringAI governanceKubernetes
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
Review
DE
Catalog evaluation

Data analysis

Defog

Defog lets teams ask questions about structured data in plain language and receive data-backed results and visualizations. It connects to databases and CSVs, uses Defog's SQLCoder model for text-to-SQL, and supports cloud-hosted or self-hosted enterprise deployments.

Natural language queriesSQLDatabase connectorsSelf-hosted deploymentData visualization
Review
FR
Catalog evaluation

Developer tools

FriendliAI

FriendliAI provides API and infrastructure options for running open-weight and custom models in production. Developers can use pay-as-you-go Model APIs, deploy dedicated GPU endpoints for predictable capacity, or run its containerized offering in their own environment for greater deployment control.

Model inferenceOpen-weight modelsDedicated GPUsOpenAI compatibilityModel serving
Review
GN
Catalog evaluation

Predictive analytics

Graphite Note

Graphite Note is a no-code decision intelligence platform for connecting data, building predictive models, and turning results into data stories and prescriptive actions. It supports Sandbox exploration and tailored Enterprise deployments for teams working on marketing, sales, and operational decisions.

No-code machine learningPredictive analyticsCausal modelingData storytelling
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
Review
LI
Catalog evaluation

Customer service

LivePerson

LivePerson is an enterprise conversational AI platform for customer service, commerce, and contact centers. It orchestrates AI and human agents across messaging and voice channels, provides conversation analytics and agent tools, and helps organizations test, validate, and improve customer interactions before deployment.

Conversational AICustomer messagingContact centersConversation analyticsAgent assist
Review
PO
Catalog evaluation

Customer service

PolyAI

PolyAI provides an enterprise platform for building, deploying, and improving voice and chat agents for customer service. Teams can use a visual builder, developer toolkit, or APIs to handle bookings, billing, routing, support questions, and human handoffs across voice, webchat, and SMS.

Voice agentsCustomer supportCall routingWebchatCRM integrations
Review
RA
Catalog evaluation

Deepfake detection

Resemble AI

Resemble AI is a generative AI security platform that detects synthetic audio, image, and video, adds persistent watermarks, and supports biometric voice verification. Enterprises can deploy its API in the cloud, on-premises, or in air-gapped environments for investigation, compliance, and media protection workflows.

Deepfake detectionContent watermarkingVoice securityMedia forensicsOn-premises deployment
Review
RE
Catalog evaluation

Transcription

Revoldiv

Revoldiv transcribes uploaded audio and video with word-level timing, then lets users edit recordings through the transcript. It supports filler-word cleanup, audiograms, subtitles, and media exports, while its enterprise offering adds controlled deployment and workflows for searchable media knowledge.

Audio transcriptionVideo transcriptionSubtitle export
Review
SA
Catalog evaluation

Data labeling

Scale AI

Scale AI provides training data, model evaluations, and full-stack AI systems for enterprises, governments, and model developers. Its products support data annotation and management, generative AI application development, red-teaming, benchmarking, and the deployment of AI systems with human review.

Data annotationHuman-in-the-loopRLHFModel evaluationGenerative AI
Review
SA
Catalog evaluation

Voice generators

SoundHound AI

SoundHound AI provides a conversational AI platform for businesses building voice-enabled products, customer-service agents, and commerce experiences. Its products span enterprise AI agents, IT service automation, automotive assistants, restaurant ordering, and custom voice AI implementations for connected devices and applications.

Conversational AIVoice AISpeech recognitionNatural language understandingVoice commerce
Review
TA
Catalog evaluation

Code assistants

Tabnine

Tabnine is an AI coding platform for organizations that provides code completions, chat, and agentic workflows. It connects to repositories and development systems to deliver context-aware assistance, with deployment options for SaaS, on-premises, and air-gapped environments.

Code completionCoding agentsIDE integrationCLIPrivate deployment
Review
VI
Catalog evaluation

Customer support

Verloop.io

Verloop.io is an enterprise customer-support automation platform that runs AI agents across voice calls and chat channels. It provides configurable agents, agent copilots, quality assurance, analytics, integrations, and omnichannel customer engagement tools. Verloop.io has been acquired by Nurix AI.

Voice AICustomer support automationAI agentsWhatsAppCall automation
Review
VS
Catalog evaluation

Computer vision

Viso Suite

Viso Suite is an enterprise visual intelligence platform for connecting cameras, sensors, AI models, workflows, and business systems. Organizations use it to build, deploy, govern, and operate computer vision applications across physical sites, using cloud, on-premises, or edge infrastructure.

Computer visionEdge AIVideo analyticsVisual workflowsCamera integration
Review
WA
Catalog evaluation

AI agents

Wand

Wand provides enterprise infrastructure for creating, managing, and scaling AI agents alongside human teams. Its Wand OS covers workforce governance, human-agent collaboration, process automation, agent training, and oversight across systems, tools, and departments.

Agent managementWorkflow automationHuman-agent collaborationEnterprise governanceOn-premise deployment
Review
KA
Discontinued record

Workflow automation

Krita.ai

Krita.ai is an enterprise platform for building and deploying AI agents that turn documents, video, audio, and text into operational intelligence. It supports no-code workflow design, agent orchestration, and enterprise deployment for use cases spanning finance, risk, operations, customer support, and internal knowledge.

AI agentsEnterprise automationUnstructured dataWorkflow orchestrationDocument processing
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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